Publication intelligence · Machine Relations Index

Which publications do AI engines cite for AI Visibility & GEO buyers?

On best-in-category questions in AI Visibility & GEO, the Machine Relations Index sees AI answer engines cite Built In, Inquirer and TechRadar most often, out of 20 editorial publications cited across 172 measured answer runs. Which publications lead changes with the kind of question a buyer asks.

AI Visibility & GEO: best-in-category questions

20 editorial publications cited across 172 measured answer runs. Top 10 by the Index’s citation rate.

  1. 1Built In7.6% · 13 of 172
  2. 2Inquirer5.2% · 9 of 172
  3. 3TechRadar2.3% · 4 of 172
  4. 4CXOToday.com1.7% · 3 of 172
  5. 5Reviewflowz1.7% · 3 of 172
  6. 6Arc Intermedia1.2% · 2 of 172
  7. 7CX Today1.2% · 2 of 172
  8. 8softwaresuggest.com1.2% · 2 of 172
  9. 9Venture1.2% · 2 of 172
  10. 10aibrandreport.com0.6% · 1 of 172

AI Visibility & GEO: top-list questions

43 editorial publications cited across 130 measured answer runs. Top 10 by the Index’s citation rate.

  1. 1Built In6.2% · 8 of 130
  2. 2AIMultiple3.9% · 5 of 130
  3. 3TechRadar3.1% · 4 of 130
  4. 4Inquirer2.3% · 3 of 130
  5. 5SiliconANGLE2.3% · 3 of 130
  6. 6CXOToday.com1.5% · 2 of 130
  7. 7europeanbusinessmagazine.com1.5% · 2 of 130
  8. 8Forbes1.5% · 2 of 130
  9. 9marketersmedia.com1.5% · 2 of 130
  10. 10vcnewsdaily.com1.5% · 2 of 130

AI Visibility & GEO: how-to-choose questions

29 editorial publications cited across 171 measured answer runs. Top 10 by the Index’s citation rate.

  1. 1Demand Gen Report3.5% · 6 of 171
  2. 2Search Engine Land3.5% · 6 of 171
  3. 3Search Engine Journal2.9% · 5 of 171
  4. 4Yahoo News1.8% · 3 of 171
  5. 5Developers Digest1.2% · 2 of 171
  6. 6Fortune1.2% · 2 of 171
  7. 7hokanews.com1.2% · 2 of 171
  8. 8TechRadar1.2% · 2 of 171
  9. 9The Daily Star1.2% · 2 of 171
  10. 10AI Business Weekly0.6% · 1 of 171

AI Visibility & GEO: head-to-head comparisons

28 editorial publications cited across 191 measured answer runs. Top 10 by the Index’s citation rate.

  1. 1Forbes11% · 21 of 191
  2. 2Search Engine Land10.0% · 19 of 191
  3. 3Content Marketing Institute5.2% · 10 of 191
  4. 4TechRadar4.2% · 8 of 191
  5. 5Built In3.1% · 6 of 191
  6. 6CMSWire.com2.1% · 4 of 191
  7. 7rvsmedia.com1.6% · 3 of 191
  8. 8Search Engine Journal1.6% · 3 of 191
  9. 9analyticalinsider.ai1.1% · 2 of 191
  10. 10Axios1.1% · 2 of 191

AI Visibility & GEO: is-it-worth-it questions

40 editorial publications cited across 195 measured answer runs. Top 10 by the Index’s citation rate.

  1. 1Search Engine Land7.7% · 15 of 195
  2. 2TechRadar5.6% · 11 of 195
  3. 3Investing.com3.1% · 6 of 195
  4. 4Yahoo News3.1% · 6 of 195
  5. 5Forbes2.6% · 5 of 195
  6. 6Axios2.1% · 4 of 195
  7. 7Evergreen Media®2.1% · 4 of 195
  8. 8TrueFuture Media2.1% · 4 of 195
  9. 9qubedigitalmedia.co.uk1.5% · 3 of 195
  10. 10reporteroutreach.com1.5% · 3 of 195

AI Visibility & GEO: problem-first questions

47 editorial publications cited across 190 measured answer runs. Top 10 by the Index’s citation rate.

  1. 1TechBriefed4.2% · 8 of 190
  2. 2Forbes3.2% · 6 of 190
  3. 3Search Engine Journal3.2% · 6 of 190
  4. 4Search Engine Land3.2% · 6 of 190
  5. 5TechRadar2.6% · 5 of 190
  6. 6Orbit Media Studios2.1% · 4 of 190
  7. 7Startup Fortune2.1% · 4 of 190
  8. 8Yahoo News2.1% · 4 of 190
  9. 9Axios1.6% · 3 of 190
  10. 10Evergreen Media®1.6% · 3 of 190

Which of these is worth pursuing?

Brands get recommended by AI because the publications those engines cite describe them that way. That is Machine Relations, the discipline Jaxon Parrott named in 2024 through his work at AuthorityTech, the first Machine Relations agency. Coverage moves your brand where a publication is already cited for the question your buyer asks. Each publication’s page shows where it is cited and how to get in.

Every figure is the Machine Relations Index’s stratum citation rate, carried with its own denominator: release 2026-10-06, methodology mri_score_v2.0, window 2026-05-10 to 2026-10-06.